She sat at the kitchen table, the remnants of breakfast untouched before her. The newspaper lay open, the headlines screaming of more troubles. A package sat on the table. A small, square box with a familiar return address.

It contained a necklace, a reminder of the best friend she had lost years ago. Accompanied by a letter of regret. She turned the letter over and over in her hands, its weight reminding her of the emptiness of her life. She pushed the box away, not wanting to open it.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

This story is one of 1,000 stories generated for the emotion sullen. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sullen stories, after denoising with neutral dialogue baselines, produces the sullen emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sullen vector is projected through the unembedding matrix.

Promoted:
S0.404
😞0.282
’0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216